Connected Planning

  1. Core Components and Enabling Technologies
    1. Connected Planning Platform Architecture
      1. Platform Components
        1. Data Layer
          1. Processing Layer
            1. Application Layer
              1. Presentation Layer
              2. Centralized Data Hubs
                1. Data Aggregation Methods
                  1. Data Accessibility Controls
                    1. Data Catalog Management
                      1. Metadata Management
                      2. Cloud-Based Infrastructure
                        1. Scalability Features
                          1. Security Architecture
                            1. Reliability Mechanisms
                              1. Multi-Device Accessibility
                              2. User Interface and Experience
                                1. Intuitive Navigation Design
                                  1. Customizable Dashboards
                                    1. Mobile Responsiveness
                                      1. Accessibility Compliance
                                    2. Data Integration and Management
                                      1. Data Sources
                                        1. Internal Systems
                                          1. Financial Systems
                                            1. Enterprise Resource Planning
                                              1. Customer Relationship Management
                                                1. Human Resources Systems
                                                2. External Sources
                                                  1. Geographic Information Systems
                                                    1. Internet of Things Sensors
                                                      1. Public Datasets
                                                        1. Third-Party Data Providers
                                                          1. Social Media Data
                                                        2. Data Architecture
                                                          1. Data Warehousing
                                                            1. Data Lakes
                                                              1. Data Marts
                                                                1. Master Data Management
                                                                2. Data Quality and Governance
                                                                  1. Data Cleansing Processes
                                                                    1. Data Validation Rules
                                                                      1. Data Lineage Tracking
                                                                        1. Data Stewardship Framework
                                                                          1. Data Privacy Controls
                                                                          2. Real-Time Processing
                                                                            1. Data Ingestion Pipelines
                                                                              1. Stream Processing
                                                                                1. Event-Driven Architecture
                                                                                  1. Latency Optimization
                                                                                2. Analytics and Modeling Engine
                                                                                  1. Descriptive Analytics
                                                                                    1. Historical Data Analysis
                                                                                      1. Trend Identification
                                                                                        1. Pattern Recognition
                                                                                          1. Statistical Summaries
                                                                                          2. Diagnostic Analytics
                                                                                            1. Root Cause Analysis
                                                                                              1. Correlation Analysis
                                                                                                1. Variance Investigation
                                                                                                  1. Performance Drivers
                                                                                                  2. Predictive Analytics
                                                                                                    1. Time Series Forecasting
                                                                                                      1. Machine Learning Models
                                                                                                        1. Regression Analysis
                                                                                                          1. Classification Algorithms
                                                                                                          2. Prescriptive Analytics
                                                                                                            1. Optimization Algorithms
                                                                                                              1. Recommendation Systems
                                                                                                                1. Decision Automation
                                                                                                                  1. Resource Allocation Models
                                                                                                                  2. Scenario Modeling
                                                                                                                    1. Scenario Creation Tools
                                                                                                                      1. Monte Carlo Simulation
                                                                                                                        1. Sensitivity Analysis
                                                                                                                          1. Stress Testing
                                                                                                                          2. What-If Analysis
                                                                                                                            1. Impact Assessment Tools
                                                                                                                              1. Decision Support Systems
                                                                                                                                1. Alternative Evaluation
                                                                                                                                  1. Risk-Benefit Analysis
                                                                                                                                2. Collaboration and Workflow Tools
                                                                                                                                  1. Shared Workspaces
                                                                                                                                    1. Document Collaboration
                                                                                                                                      1. Real-Time Co-Editing
                                                                                                                                        1. Comment and Review Systems
                                                                                                                                          1. File Sharing Protocols
                                                                                                                                          2. Version Control Systems
                                                                                                                                            1. Change Tracking
                                                                                                                                              1. Rollback Capabilities
                                                                                                                                                1. Merge Conflict Resolution
                                                                                                                                                  1. Audit Trail Maintenance
                                                                                                                                                  2. Communication Systems
                                                                                                                                                    1. Automated Notifications
                                                                                                                                                      1. Discussion Forums
                                                                                                                                                        1. Video Conferencing Integration
                                                                                                                                                          1. Mobile Messaging
                                                                                                                                                          2. Workflow Management
                                                                                                                                                            1. Task Assignment
                                                                                                                                                              1. Progress Tracking
                                                                                                                                                                1. Approval Workflows
                                                                                                                                                                  1. Deadline Management

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                                                                                                                                                              2. Foundational Concepts and Theory

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                                                                                                                                                              4. Connected Planning Process and Lifecycle